Evidence map›Paper›PMID 41149208›Full record

ArticleBiomimetics (Basel, Switzerland)2025

Modeling and Experimental Validation of a Bionic Underwater Robot with Undulating and Flapping Composite Propulsion.

Haisen Zeng, Minghai Xia, Qian Yin, Ganzhou Yao, Zhongyue Lu, Zirong Luo

Abstract read
In one paragraph

Article in Biomimetics (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Haisen ZengCollege of Intelligence Science and Technology, National University of Defense Technology, Changsha 410073, China.
Minghai XiaChina Aerodynamics Research and Development Center, Mianyang 621000, China.ORCID 0000-0002-1898-5122
Qian YinCollege of Energy and Power Engineering, Changsha University of Science and Technology, Changsha 410076, China.
Ganzhou YaoCollege of Intelligence Science and Technology, National University of Defense Technology, Changsha 410073, China.
Zhongyue LuCollege of Intelligence Science and Technology, National University of Defense Technology, Changsha 410073, China.
Zirong LuoCollege of Intelligence Science and Technology, National University of Defense Technology, Changsha 410073, China.ORCID 0000-0002-8247-7317

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

As the demand for marine resource development escalates, underwater robots have gained prominence as a technological alternative to human participation in deep-sea exploration, resource assessments, and other intricate tasks, underscoring their academic and engineering importance. Traditional underwater robots, however, typically exhibit limited resilience to environmental disturbances and are readily obstructed or interfered with by aquatic vegetation, sediments, and other physical impediments. This paper examines the biological locomotion mechanisms of black ghostfish, which utilize undulatory fins and flapping wings, and presents a coupled undulatory-flapping propulsion strategy to facilitate rapid movement and precise posture adjustment in underwater robots. A multimodal undulatory-flapping bio-inspired underwater robotic platform is proposed, with a systematic explanation of its structure and motion principles. Additionally, kinematic and dynamic models for coordinated propulsion with multiple actuators are developed, and the robot's performance under various driving modes is evaluated using computational fluid dynamics simulations. The simulation outcomes confirm the viability of the developed dynamic model. A prototype was constructed, and a PID-based control algorithm was developed to assess the robot's performance in linear movement, turning, and other behaviors in both undulatory fin and flapping modes. Experimental findings indicate that the robot, functioning in undulatory fin propulsion mode at a frequency of 2.5 Hz, attains a velocity of 0.35 m/s, while maintaining attitude angle fluctuation errors within ±5°. In the flapping propulsion mode, precise posture modifications can be executed. These results validate the feasibility of the proposed multimodal bio-inspired underwater robot design and provide a new approach for the development of high-performance, autonomous bio-inspired underwater robots.

Indexed as

bionic underwater robotcompound drivecomputational fluid dynamicsflapping winghydrodynamic simulationundulating fin

Identifiers

PMID41149208
PMCPMC12561470

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.